mirror of
https://github.com/AntoineHX/BU_Stoch_pool.git
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73 lines
1.4 KiB
Text
73 lines
1.4 KiB
Text
Namespace(batch=128, dataset='CIFAR10', epochs=50, k=1, lr=0.05, net='MyLeNetMatNormalNoceil', postfix='__k1_1', res_folder='res/benchmark_NoCeil/', resume=False, scheduler='cosine', stoch=False, warmup_ep=5, warmup_mul=0)
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==> Preparing data..
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==> Building model..
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==> Training model..
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---------
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Epoch: 0
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Acc : 35.43 / 48.21
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Loss : 1.73 / 1.43
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Time: 46.12261764425784
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---------
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Epoch: 5
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Acc : 70.44 / 69.29
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Loss : 0.85 / 0.87
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Time: 276.4114668201655
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---------
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Epoch: 10
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Acc : 78.80 / 76.67
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Loss : 0.61 / 0.68
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Time: 506.5132551435381
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---------
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Epoch: 15
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Acc : 83.43 / 80.02
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Loss : 0.48 / 0.58
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Time: 736.7161982152611
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---------
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Epoch: 20
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Acc : 86.87 / 80.73
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Loss : 0.38 / 0.55
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Time: 966.8520798627287
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---------
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Epoch: 25
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Acc : 90.07 / 83.00
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Loss : 0.30 / 0.51
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Time: 1197.1624066643417
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---------
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Epoch: 30
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Acc : 92.45 / 82.59
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Loss : 0.23 / 0.52
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Time: 1427.6633465271443
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---------
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Epoch: 35
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Acc : 94.93 / 83.86
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Loss : 0.17 / 0.48
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Time: 1658.0701657654718
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---------
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Epoch: 40
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Acc : 96.97 / 84.58
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Loss : 0.12 / 0.48
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Time: 1888.4067949829623
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---------
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Epoch: 45
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Acc : 98.12 / 84.77
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Loss : 0.09 / 0.49
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Time: 2118.8804153930396
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---------
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Best Acc : 84.89
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Training time (min): 38.38393786516972
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Log :" res/benchmark_NoCeil/log/MyLeNetMatNormalNoceil-50epochs__k1_1.json " saved !
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Plot :" res/benchmark_NoCeil/MyLeNetMatNormalNoceil-50epochs__k1_1 " saved !
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real 38m36.671s
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user 52m22.204s
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sys 12m0.649s
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